# Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and from .. import core __all__ = ['Fleet'] class Fleet(object): """ """ def __init__(self): self.instance_ = ps_instance.PaddlePSInstance() self.fleet_ = core.FleetWrapper() def stop(self): self.instance_.barrier_worker() if self.instance.is_first_worker(): self.fleet_.stop_server() self.instance_.barrier_worker() self.instance_.barrier_all() self.instance.finalize() def init_pserver(self, dist_desc): self.dist_desc_str_ = text_format.MessageToString(dist_desc) self.dist_desc = dist_desc self.fleet_.init_server(self.dist_desc_str_) ip = self.fleet_.start_server() self.instance_.set_ip(ip) self.instance.barrier_all() ips = self.instance.gather_ips() self.fleet.gather_servers(ips, self.instance_.get_node_cnt()) self.instance_.barrier_all() def init_worker(self, dist_desc): self.dist_desc_str_ = text_format.MessageToString(dist_desc) self.dist_desc_ = dist_desc self.instance_.barrier_all() ips = self.instance.gather_ips() self.fleet_.init_worker(self.dist_desc_str_, ips, self.instance_.get_node_cnt(), self.instance._rankid) self.instance.barrier_worker() def init_pserver_model(self): if self.instance_.is_first_worker(): self.fleet_.init_model() self.instance_.barrier_worker() def save_pserver_model(self, save_path): self.fleet_.save_model(save_path)